lsbs: Bandwidth Selection for Level Sets and HDR Estimation

Bandwidth selection for kernel density estimators of 2-d
level sets and highest density regions. It applies a plug-in
strategy to estimate the asymptotic risk function and minimize to
get the optimal bandwidth matrix. See Doss and Weng (2018)
<arXiv:1806.00731> for more detail.